defect-detection topic

List defect-detection repositories

NEU-DET-Steel-Surface-Defect-Detection

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This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

PV_defect_detection

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Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning

This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Met...

InsPLAD

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Inspection of Power Line Assets Dataset (InsPLAD)

btp-ai-sustainability-bootcamp

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This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Techno...

TFT-LCD_defects_detecter-Qt-opencv

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TFT-LCD defects detecter based on the improved saliency model

Visual inspection of bridges is customarily used to identify and evaluate faults. However, current procedures followed by human inspectors demand long inspection times to examine large and difficult t...

PaDiM-TF

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[TF 2.x] PaDiM - unofficial tensorflow implementation of the paper 'a Patch Distribution Modeling Framework for Anomaly Detection and Localization'.

Integrated-Design-Diffusion-Model

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IDDM (Industrial, landscape, animate...), support DDPM, DDIM, PLMS, webui and multi-GPU distributed training. Pytorch实现,生成模型,扩散模型,分布式训练

dark-spot-mapper

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Imaging system for analyzing defects of semiconductor wafers and chips